The agent that learns how you decide - and proves it by never deciding for you. A local-first, loop-native runtime for a team of AI agents on your machine.
This repository also configures its own agents. See what KarvyLoop tells them →
Skill Claude Code
Ask the writing assistant to draft an 800-word opening for "Disenchanting the Digital Nomad" following the outline agreed this morning — no fence-sitting, bring the bite I asked for.
Skill Claude Code
Answer data questions correctly by grounding every query in the user's semantic layer and validating against offline tests before trusting the result. A system template for reliable data analysis — ships with the product, never deleted by a data reset.
Skill Claude Code
Read a receipt or invoice — pasted text, or a photo/scan — and turn it into one clean, structured expense record: merchant, date, currency, total, tax id, and itemised amounts, with those amounts checked to actually sum to the stated total. OCR text is dirty (O↔0, l↔1, misplaced decimals); this skill calibrates that…
Skill Claude Code
Tidy personal folders safely with a preview-first method — read-only inventory, a dry-run proposal grounded in the user's own filing preferences, explicit human confirmation before anything moves (backup before any delete), then execution with a receipt. A system template for file organization — ships with the…
Skill Claude Code
Turn a meeting transcript into minutes people can act on — decisions with who-decided-and-why, action items as who/what/by-when, open questions kept separate, and unknown terms checked against the team's human-owned glossary instead of guessed. Input is text (a transcript or notes you already have); audio recordings…
Skill Claude Code
Turn studying into retrieval instead of rereading — quizzes drawn from the learner's own notes, reviews scheduled on an expanding spaced-repetition ladder, Feynman-style teach-back to surface gaps, grading checked against the source material. Never invents facts to fill a gap. A system template for evidence-based…
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